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CRASH INTELLIGENCE REPORT · ASHTABULA, OH · 2021
Purpose: Machine-readable JSON endpoint for AI agents, LLMs, researchers, and programmatic consumers. Returns all underlying crash data and AI-generated commentary without HTML.
Authentication: None required. Public endpoint.
GET: https://thatcarhitme.com/api/crash-data/reports/data/ohio/ashtabula/2021-annual-report
Yearly Traffic Safety Analysis
467 CRASHES IN
ASHTABULA, OH
2021
In 2021, Ashtabula experienced 467 crashes, resulting in 0 fatalities and 135 injuries. The majority of these crashes, 76.9%, involved no reported injuries.
467
Total Crash Events
0
Persons Killed
135
Persons Injured
9.9%
Hit-and-Run Rate
Note: "Persons Killed" (0) counts individual fatalities across all crash events. "Fatal" in the severity table below (0) counts crash events where at least one fatality occurred. A single crash can result in multiple fatalities.
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Aggregate counts from crash, person, and vehicle records
46
Hit-and-Run Crashes — 2021
In 2021, Ashtabula recorded 46 hit-and-run crashes, accounting for 9.9% of all crashes. This figure is based on the initial determination by the responding officer.
Vulnerable Road User Casualties
In 2021, there were no fatalities reported for pedestrians, cyclists, or motorists. A total of 135 individuals sustained injuries across all crashes. Motorists accounted for the highest number of injured persons, with 131 individuals, while 4 pedestrians sustained injuries.
0
Pedestrians Killed
0
Motorists Killed
4
Pedestrians Injured
131
Motorists Injured
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Mode classified from person records (driver/passenger → motorist; pedestrian; bicyclist → cyclist; in-line skater / unspecified → other)
When Crashes Happen
Crash data for 2021 in Ashtabula indicates that Friday was the peak day for crashes, with 88 incidents. The peak hour for crashes was 2 PM, recording 45 incidents. The majority of crashes occurred during daylight hours, with 380 incidents between 6 AM and 7 PM, compared to 87 incidents during nighttime hours (8 PM to 5 AM).
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash date field aggregated by weekday
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash time field aggregated by hour (0-23)
Crash Severity Breakdown
Of the 467 crashes in 2021, 76.9% resulted in no reported injuries. Injury crashes, encompassing serious, minor, and possible injuries, constituted 23.1% of all incidents. There were no fatal crashes recorded in Ashtabula during this period, meaning zero persons were killed.
Outcome by Severity (Crash Events)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · KABCO injury classification scale
Severity Distribution (Crash Events)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Most severe injury per crash record
Road & Environmental Conditions
In 2021, the majority of crashes occurred under favorable conditions, with 56.3% in clear weather, 75.4% on dry road surfaces, and 72.2% during daylight. However, adverse conditions also contributed to crashes, with 14.1% occurring in rain or snow, 24.4% on wet, snowy, or icy roads, and 23.1% in dark conditions.
Weather
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Weather condition at time of crash
Lighting
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Lighting condition field
Road Surface
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Road surface condition field
Vehicles & Demographics
A total of 841 vehicles were involved in crashes in 2021. Passenger cars were the most frequently involved vehicle type with 459 incidents, followed by sport utility vehicles with 190, and pickup trucks with 89. Chevrolet, Ford, and Honda were the top three vehicle makes involved, with 151, 125, and 74 instances respectively. Among all persons involved, the 26-34 age group had the highest representation with 170 individuals, followed by 16-20 with 146, and 35-44 with 139.
Top Vehicle Makes (841 vehicles)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
40 persons with unknown or unrecorded age excluded from age chart.
Sex Distribution (1,022 persons with recorded sex)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Person-level records linked to crash events
Crash Location (First Harmful Event)
The majority of crashes, 415 out of 467, occurred on the roadway. Crashes occurring off the primary travel lanes, including on the roadside, shoulder, or off-ramps, accounted for 52 incidents or 11.1% of all crashes.
Crash Location (First Harmful Event)
"Other" combines 1 smaller categories (1 records): Crossover (1).
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Traffic Control Device
Among locations where crashes occurred, 513 incidents involved no traffic control, representing 61.0% of all reported traffic control instances. Signalized intersections accounted for 229 incidents or 27.2% of crashes. Stop signs were present at 88 crash locations, indicating a significant portion of incidents occurred at uncontrolled or stop-controlled intersections.
Traffic Control Device
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Driver Contributing Factor
Following too Close / ACDA was the most frequently cited contributing factor, accounting for 115 instances. Failure to Yield was the second most common, with 91 instances. Additionally, Drove off Road was cited 52 times, highlighting key driver actions contributing to crashes in Ashtabula.
Driver Contributing Factor
Showing top 9 of 20 reported. 11 additional (59 total) not shown: Left of Center, Improper Passing, Not Discernible, Ran Stop Sign, Swerving to Avoid, Improper Start From a Parked Position, Wrong Way, Load shifting/Falling/Spilling, Stopped or Parked Illegally, Operating Defective Equipment, Opening Door into Roadway.
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Commercial / Truck Involvement
Crashes involving commercial vehicles accounted for 18 incidents in 2021, representing 3.9% of all crashes. Of these, 11 involved 'Other Commercial Vehicles' and 7 involved 'Semi-Tractor Trailers'.
Vulnerable Road Users & Motorcycles
Crashes involving vulnerable road users included 4 pedestrians and 3 bicyclists. Additionally, 8 motorcyclists were involved in crashes. Combined, pedestrian and bicyclist incidents represented 7 crashes, or 1.5% of all crashes.
Impairment (Alcohol / Drugs)
Impairment was a factor in 41 crashes, accounting for 8.8% of all incidents. Alcohol was cited in 28 instances, while drugs were a factor in 12 crashes. One crash involved both alcohol and drugs.
Driver Condition
Among drivers involved in crashes, 34 were reported as 'Under the Influence of Medications / Drugs / Alcohol'. Other abnormal conditions included 6 instances of 'Illness', 5 of 'Physical Impairment', 4 of 'Fell Asleep; Fainted; Fatigued; etc.', and 4 instances of 'Emotional' conditions. These abnormal conditions collectively represent 53 instances among the 799 drivers.
Driver Condition
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Person-level records linked to crash events
Driver Distraction
Driver distraction was noted in 37 instances. Distractions outside the vehicle accounted for 14 incidents, while distractions inside the vehicle were noted 13 times. Manually operating an electronic communication device was cited in 3 instances, and talking on a hand-held device in 1 instance.
Driver Distraction
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Person-level records linked to crash events
Road Alignment
The majority of crashes, 396, occurred on straight and level road alignments. However, 27 crashes occurred on curves, representing 5.8% of all incidents. Additionally, 59 crashes took place on road grades, including both straight and curved sections, accounting for 12.6% of crashes.
Road Alignment
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Pre-Crash Driver Action
The most common pre-crash action reported was 'Straight Ahead' in 427 instances, representing 51.1% of all specified actions. 'Slowing or Stopped In Traffic' was the second most frequent action with 136 instances. Additionally, 'Making Left Turn' was noted in 103 instances prior to a crash.
Pre-Crash Driver Action
Showing top 9 of 17 reported. 8 additional (22 total) not shown: Negotiating a Curve, Leaving Traffic Lane, Other/Unknown, Walking; Running; Jogging; Playing, Entering or Crossing Specified Location, Making U-Turn, Other Non-Motorist, Approaching or Leaving Vehicle.
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Manner of Collision
The most frequent manner of collision was 'Not Collision Between Two Vehicles in Transport' with 157 incidents, accounting for 33.6% of all crashes. 'Angle' collisions were the second most common, with 132 incidents or 28.3%. 'Rear-end' collisions followed closely with 114 incidents, representing 24.4% of crashes.
Manner of Collision
"Other" combines 2 smaller categories (4 records): Other/Unknown (3), Rear-to-rear (1).
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Vehicle Type
Passenger cars were the dominant vehicle type involved in crashes, accounting for 459 instances. Sport utility vehicles followed with 190 involvements, and pickup trucks with 89. Commercial vehicles, including semi-tractors, single unit trucks, and cargo vans, were involved in 34 incidents.
Vehicle Type
"Other" combines 9 smaller categories (29 records): Semi-Tractor (7), Single Unit Truck (6), Pedestrian/Skater (4), Other Vehicle (4), Bicycle (3), Heavy Equipment (2), Van (9-15 Seats) (1), Bus (16+ Passengers) (1), All Terrain Vehicle (ATV/UTV) (1).
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Person Type
Drivers represented the largest group of individuals involved in crashes, with 799 instances, making up 74.8% of all persons. Occupants accounted for 265 individuals, or 24.8%. Pedestrians were involved in 4 incidents.
Person Type
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Person Injury Severity
Among all persons involved in crashes, 933 individuals sustained no injuries. A total of 135 persons sustained injuries, representing 12.6% of all individuals. This included 9 serious injuries, 63 minor injuries, and 63 possible injuries.
Person Injury Severity
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Occupant Safety Equipment
The majority of participants, 844 individuals, used both shoulder and lap belts. However, 35 individuals were reported to have used no safety equipment. Child restraint systems were used by 27 individuals in forward-facing seats, 14 in rear-facing seats, and 9 in booster seats.
Occupant Safety Equipment
"Other" combines 3 smaller categories (10 records): Helmet Used (6), Lap Belt Only Used (3), Lighting - Pedestrian / Bicycle Only (1).
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Person-level records linked to crash events
Vehicles Per Crash
Two-vehicle crashes were the most common, accounting for 339 incidents or 72.6% of all crashes. Single-vehicle crashes represented 111 incidents, making up 23.8% of the total. Additionally, 17 crashes involved three or more vehicles.
Vehicles Per Crash
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Data Sources & Methodology
Primary Data Source
All crash data in this report is sourced from Ohio Crash Data (ODOT TIMS), accessed programmatically via the Csv Open Data API (SODA). This dataset contains official police-reported motor vehicle traffic crash records maintained by the reporting jurisdiction's law enforcement agency. Records are published to the open data portal by the municipality and are subject to the portal's terms of use.
Data Retrieval
- Access method: Csv Open Data API (SoQL queries)
- Data format: Structured JSON via REST API
- Record types queried: Crash events, person records, and vehicle unit records
- Date filter applied: 2021-01-01 through 2021-12-31
- Report generated: July 6, 2026
Data Coverage
- Reporting period: 2021-01-01 through 2021-12-31 (365 days)
- Geographic scope: Ashtabula, OH
- Total crash records analyzed: 467
- Total persons involved: 1,068
- Total vehicles involved: 841
Analytical Methodology
- Severity classification: Uses the KABCO injury scale (K=Fatal, A=Incapacitating injury, B=Non-incapacitating injury, C=Possible injury, O=No injury/property damage only), the standard classification in U.S. Model Minimum Uniform Crash Criteria (MMUCC). Severity is assigned per crash event based on the most severe injury in that crash. A single fatal crash (K) may involve multiple fatalities; therefore the "Persons Killed" count in the headline KPIs may differ from the "Fatal" crash count in the severity breakdown.
- Contributing factors: Reflect the officer-determined primary contributory cause recorded at the time of the crash report. These are preliminary determinations and may not reflect final investigation findings.
- Hit-and-run classification: Based on the hit-and-run indicator field in the official crash report, as determined by the responding officer at the scene.
- Temporal analysis: Day-of-week and hour-of-day distributions are computed from the crash date/time timestamp in each record.
- Demographics: Age and sex distributions are drawn from person-level records linked to each crash event. A single crash may involve multiple persons.
- Vehicle data: Make information is drawn from vehicle unit records linked to each crash event.
- AI commentary: Narrative sections are generated by Google Gemini (large language model) based on the structured data. Commentary is descriptive, not predictive, and should not be interpreted as expert opinion.
Limitations & Disclaimers
- Only crashes reported to and documented by law enforcement are included. Minor incidents, unreported crashes, and near-misses are not captured in this dataset.
- Data reflects conditions at the time of the initial police report and may be subject to subsequent corrections, reclassifications, or supplements by the reporting agency.
- Open data portal records may experience a publication lag - recently occurring crashes may not yet appear in the dataset at the time of report generation.
- AI-generated commentary is produced by a large language model and is intended to highlight patterns in the data. It does not constitute legal, medical, or professional analysis.
- Percentages are calculated from reported data and are subject to rounding.
Non-Affiliation Disclosure
This report is produced independently by ThatCarHitMe.com (Injuria.ai). It is not affiliated with, endorsed by, or produced in partnership with any law enforcement agency, municipal government, state department of transportation, or the National Highway Traffic Safety Administration (NHTSA). Data is sourced from publicly available government open data portals.
Data License
The underlying crash data is provided under the municipality's Open Data Terms of Use and is made available to the public for unrestricted use. This analysis and report is © 2026 Injuria.ai and may be cited with attribution using the suggested citation below.
Corrections & Feedback
If you believe any data in this report is inaccurate or have questions about our methodology, please contact: data@injuria.ai. We are committed to accuracy and will issue corrections promptly.
Suggested Citation
ThatCarHitMe.com (Injuria.ai). "Ashtabula, OH Crash Intelligence Report: 2021." Published July 6, 2026. Reporting period: 2021-01-01 to 2021-12-31. Data source: Ohio Crash Data (ODOT TIMS), Csv Open Data. Available at: https://thatcarhitme.com/crash-data/ohio/ashtabula/2021-annual-report
About the Publisher
ThatCarHitMe.com is a crash data intelligence platform developed by Injuria.ai, a legal technology company specializing in traffic safety analytics. We aggregate and analyze publicly available government crash data to produce structured intelligence reports for communities, researchers, journalists, and legal professionals. Our reports combine programmatic data retrieval from official open data portals with AI-assisted narrative analysis.
Questions about this report's data or methodology: data@injuria.ai
ThatCarHitMe.com · An Injuria.ai Company
ThatCarHitMe.com
An Injuria.ai Company
Crash Data Intelligence
Data: Ohio Crash Data (ODOT TIMS) · Csv
Period: 2021-01-01 – 2021-12-31
Generated: July 6, 2026 · All rights reserved